Fit an array of decision-making tasks with computational models in
a hierarchical Bayesian framework. Can perform hierarchical Bayesian analysis of
various computational models with a single line of coding
(Ahn et al., 2017)
bandit4arm_2par_lapse
,
bandit4arm_lapse_decay
and bandit4arm_singleA_lapse
.rstan
...insensitive_data_columns
.BUILD_ALL
to true
before installation.hBayesDM_model
function. You don't have to change anything to use them, but developers can easily implement new models now!bandit4arm2_kalman_filter
; Daw et al., 2006) and a probability weighting function for general description-based tasks (dbdm_prob_weight
; Erev et al., 2010; Hertwig et al., 2004; Jessup et al., 2008).sv
, sv_fix
, sv_var
, and p_var
.dd_hyperbolic_single
and dd_cs_single
).rewlos
--> outcome
for all models)adapt_delta
is set to 0.95 to reduce the potential for divergences.Initially released.